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Metadata Creation in Socio-semantic Tagging Systems: Towards Holistic Knowledge Creation and Interchange

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4999))

Abstract

Fuzzzy.com, a social bookmarking website has been developed to study collaborative creation of semantics. In a shared online space, users of Fuzzzy continuously create metadata bottom-up by categorizing (tagging) favourite hyperlinks (bookmarks). The semantic network of tags created by users evolves into a people’s fuzzy common ontology (“folktology”). We discuss several social and cognitive aspects of Topic Maps technology and scalability by analyzing the use of the system. We further argue that holistic knowledge creation and interchange is highly needed. Our results from Fuzzzy suggest that this can be realized by connecting distributed knowledge centric communities of dedicated users within specific domains.

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References

  1. Casey, J., Proven, J., Dripps, D.: Geronimo’s Cadillac: Lessons for Learning Object Repositories 7 (2005)

    Google Scholar 

  2. Marshall, C.C., Shipman, F.M.: Which semantic web? In: Proceedings of the Fourteenth ACM Conference on Hypertext and Hypermedia, Nottingham, UK, August 26-30 (2003)

    Google Scholar 

  3. Dicheva, D., Dichev, C.: Authoring Educational Topic Maps: Can We Make It Easier? In: ICALT, pp. 216–218 (2005)

    Google Scholar 

  4. Domingue, J., Motta, E., Shum, S.B., Vargas-Vera, M., Kalfoglou, Y., Farnes, N.: Supporting Ontology Driven Document Enrichment Within Communities of Practice. In: International Conference on Knowledge Capture, Victoria, British Columbia, Canada (2001)

    Google Scholar 

  5. Haase, P., Stojanovic, L.: Consistent Evolution of OWL ontologies. In: Gómez-Pérez, A., Euzenat, J. (eds.) ESWC 2005. LNCS, vol. 3532, pp. 182–197. Springer, Heidelberg (2005)

    Google Scholar 

  6. Kotis, K., Vouros, G.A., Alonso, J.P.: HCOME: A Tool-Supported Methodology for Engineering Living Ontologies. In: Bussler, C.J., Tannen, V., Fundulaki, I. (eds.) SWDB 2004. LNCS, vol. 3372, pp. 155–166. Springer, Heidelberg (2005)

    Google Scholar 

  7. Stojanovic, L., Maedche, A., Motik, B., Stojanovic, N.: User-driven Ontology Evolution Management. In: Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management (2002)

    Google Scholar 

  8. Sure, Y., Erdmann, M., Angele, J., Staab, S., Studer, R., Wenke, D.: Ontoedit: Collaborative ontology development for the semantic web. In: Proceedings of the 1st International Semantic Web Conference (2002)

    Google Scholar 

  9. Cimiano, P., Handschuh, S., Staab, S.: Towards the Self-Annotating Web. In: Proceedings of the 13th International World Wide Web Conference, WWW 2004, ACM Press, New York, USA (May 2004)

    Google Scholar 

  10. Cahier, J.-P., Zaher, L., -P., L.J., Pétard, X., Guittard, C.: Experimentation of a socially constructed “Topic Map” by the OSS community. In: Proceedings of the IJCAI 2005 workshop on Knowledge Management and Ontology Management, Edinburgh, August 1 (2005)

    Google Scholar 

  11. Cahier, J.-P., Zacklad, M.: Socio Semantic Web applications: towards a methodology based on the Theory of the Communities of Action. In: COOP 2004 Workshop on Knowledge Interaction and Knowledge Management (2004)

    Google Scholar 

  12. Vander Wal, T.: Folksonomy, Folksonomy Coinage and Definition. Vanderwal.net (February 2, 2007), http://vanderwal.net/folksonomy.html

  13. Golder, S.A., Huberman, B.A.: The structure of collaborative tagging systems. Journal of Information Science 32(2), 198–208 (2006)

    Article  Google Scholar 

  14. Kroski, E.: The Hive Mind: Folksonomies and User-Based Tagging. Infotangle (December 7, 2005)

    Google Scholar 

  15. Peterson, E.: Beneath the Metadata: Some Philosophical Problems with Folksonomy, D-Lib Magazine, 12(11) (November 2006), http://www.dlib.org/dlib/november06/peterson/11peterson.html

  16. Gruber, T.: Ontology of Folksonomy: A Mash-up of Apples and Oranges (2005)

    Google Scholar 

  17. Lachica, R.: Qualitative semantic distance measurement test of tag relations (2007), http://www.hyposoft.no/papers/sem-dist-measure-test-social-bookm-tag-rel.pdf

  18. Miller, G., Charles, W.G.: Contextual Correlates of Semantic Similarity. Language and Cognitive Processes 6(1), 1–28 (1991)

    Article  Google Scholar 

  19. Guy, M., Tonkin, E.: Folksonomies: Tidying up tags? D-Lib Magazine, 12 (2006), http://www.dlib.org/dlib/january06/guy/01guy.html

  20. Merholz, P.: Metadata for the masses. Adaptive path (October 19, 2004), http://www.adaptivepath.com/publications/essays/archives/000361.php

  21. ISO/IEC stage 13250-2: Topic Maps — Data Model. In: International Organization for Standardization, Geneva, Switzerland, June 18, 2006 (2006), Available at http://www.isotopicmaps.org/sam/sam-model/2006-06-18

  22. Fodor, J., Lepore, E.: Holism, A Shopper’s Guide. Blackwell, Oxford (1992)

    Google Scholar 

  23. Preece, J.: Online Communities: Supporting Sociability, Designing Usability. John Wiley, Chichester, England (2000)

    Google Scholar 

  24. Hirsh, S.G., Dinkelacker, J.: Seeking Information in Order to Produce Information. Journal of the American Society for Information Science and Technology 55(9), 807–817 (2004)

    Article  Google Scholar 

  25. Karabeg, D.: Polyscopic Modeling Definition. In: Griffin, R., et al. (eds.) Changing Tides. Selected Readings of IVLA (2004)

    Google Scholar 

  26. Barabási, A.L.: Linked: The new science of networks. Mass. Perseus Publ., Cambridge (2002)

    Google Scholar 

  27. Guescini, R.B., Karabeg, D., Nordeng, T.: A Case for Polyscopic Structuring of Information. In: Charting the Topic Maps Research and Applications Landscape, pp. 125–138. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  28. Bloom, B.: A Taxonomy of Educational Objectives. In: Cognitive Domain. McKay (1965)

    Google Scholar 

  29. Beenen, G., Ling, K., Wang, X., Chang, K., Frankowski, D., Resnick, P.: Using social psychology to motivate contributions to online communities. In: CSCW 2004: Proceedings of the ACM Conference On Computer Supported Cooperative Work. ACM Press, New York (2004)

    Google Scholar 

  30. Shadbolt, N., Hall, W., Berners-Lee, T.: The Semantic Web Revisited. IEEE Intelligent Systems Journal, 96–101 (May/June, 2006)

    Google Scholar 

  31. Bourguin, G., Derycke, A., Tarby, J.C.: Beyond the Interface: Co-evolution inside Interactive Systems - A Proposal Founded on Activity Theory. In: Proc. of IHM-HCI (2001)

    Google Scholar 

  32. Morville, P.: Ambient Findability. O’Reilly Media. Sebastopol, CA (2005)

    Google Scholar 

  33. Kitcher, P.: Science, Truth, and Democracy. Oxford University Press, New York (2001)

    Google Scholar 

  34. Haase, P., Sure, Y.: State-of-the-art on ontology evolution, Institute AIFB, University of Karlsruhe, SEKT informaldeliverable 3.1.1.b (2004)

    Google Scholar 

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Lutz Maicher Lars Marius Garshol

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© 2008 Springer-Verlag Berlin Heidelberg

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Lachica, R., Karabeg, D. (2008). Metadata Creation in Socio-semantic Tagging Systems: Towards Holistic Knowledge Creation and Interchange. In: Maicher, L., Garshol, L.M. (eds) Scaling Topic Maps. TMRA 2007. Lecture Notes in Computer Science(), vol 4999. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-70874-2_16

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  • DOI: https://doi.org/10.1007/978-3-540-70874-2_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-70873-5

  • Online ISBN: 978-3-540-70874-2

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